Supported Models

XGCN now supports a range of classic GNN models such as GraphSAGE and GAT, and several recent models for recommendation (collaborative filtering) such as LightGCN and UltraGCN. XGCN also includes xGCN - an implementation for the TheWebConf 2023 paper: xGCN: An Extreme Graph Convolutional Network for Large-scale Social Link Prediction.

We provide running examples for each model, the full model list is as follows:

• Cluster-GCN
• GAMLP
• GAT
• GBP
• GIN
• GraphSAGE
• LightGCN
• Node2vec
• PPRGo
• SGC
• SIGN
• SimpleX
• SSGC
• UltraGCN
• xGCN